Title :
Fluctuations of the SNR at the wiener filter output for large dimensional signals
Author :
Kammoun, Abla ; Kharouf, Malika ; Hachem, Walid ; Najim, Jamal
Author_Institution :
ENST, Paris
Abstract :
Consider the linear Wiener receiver for multidimensional signals. Such a receiver is frequently encountered in wireless communications and in array processing, and the Signal to noise ratio (SNR) at its output is a popular performance index. The SNR can be modeled as a random quadratic form and in order to study this quadratic form, one can rely on well-know results in Random Matrix Theory, if one assumes that the dimension of the received and transmitted signals go to infinity, their ratio remaining constant. In this paper, we study the asymptotic behavior of the SNR for a large class of multidimensional signals (MIMO, CDMA, MC-CDMA transmissions). More precisely, we provide a deterministic approximation of the SNR, that depends on the system parameters; furthermore, the fluctuations of the SNR around this deterministic approximation are shown to be Gaussian, with variance decreasing as 1/K, where K is the dimension of the transmitted signal.
Keywords :
MIMO communication; Wiener filters; code division multiple access; matrix algebra; CDMA transmissions; MC-CDMA transmissions; MIMO transmissions; SNR fluctuations; Wiener filter; large dimensional signals; linear Wiener receiver; random matrix theory; signal to noise ratio; Array signal processing; Fluctuations; H infinity control; MIMO; Multiaccess communication; Multidimensional systems; Performance analysis; Signal to noise ratio; Wiener filter; Wireless communication; Antenna Arrays; CDMA; Central Limit Theorem; MC-CDMA; Random Matrix Theory; Wiener Filtering;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2008. SPAWC 2008. IEEE 9th Workshop on
Conference_Location :
Recife
Print_ISBN :
978-1-4244-2045-2
Electronic_ISBN :
978-1-4244-2046-9
DOI :
10.1109/SPAWC.2008.4641676